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| import gradio as gr | |
| from pathlib import Path | |
| import logging | |
| # Import LeaderboardApp from the correct location within the 'leaderboard' package | |
| from leaderboard.leaderboard import LeaderboardApp | |
| # Import UI rendering functions for other tabs | |
| from about import render_about | |
| from submission import render_submit | |
| # --- Logging Setup (Optional but Recommended) --- | |
| # You can centralize logging configuration here or ensure each module handles its own. | |
| # For simplicity, if other modules already configure logging, this might not be strictly needed here. | |
| logging.basicConfig( | |
| level=logging.INFO, | |
| format="%(asctime)s - %(levelname)s - %(module)s - %(message)s" | |
| ) | |
| logger = logging.getLogger(__name__) | |
| def create_app(): | |
| """ | |
| Creates and configures the main Gradio application for MIZAN: A Persian LLM Leaderboard. | |
| """ | |
| logger.info("Initializing MIZAN: A Persian LLM Leaderboard application...") | |
| # Define the path to the leaderboard's configuration file | |
| # This assumes app.py is in the project root, and leaderboard_config.yaml is inside the 'leaderboard' directory. | |
| config_file_path = Path("leaderboard/leaderboard_config.yaml") | |
| if not config_file_path.exists(): | |
| logger.error(f"CRITICAL: Leaderboard configuration file not found at {config_file_path}. The application may not function correctly.") | |
| # Optionally, you could raise an error here or return a Gradio interface indicating the error. | |
| # Initialize the LeaderboardApp with the configuration path | |
| leaderboard_processor = LeaderboardApp(config_path=config_file_path) | |
| # Load and process data for the leaderboard | |
| logger.info("Loading and processing leaderboard data...") | |
| leaderboard_processor.load_data() | |
| leaderboard_processor.handle_nulls_in_averages() | |
| leaderboard_processor.generate_model_rankings() | |
| # leaderboard_processor.apply_rankings_to_dataframes() # This might be redundant if generate_model_rankings covers it | |
| # leaderboard_processor.format_dataframes() | |
| logger.info("Leaderboard data processing complete.") | |
| # Create the main Gradio interface using gr.Blocks | |
| with gr.Blocks(title="MIZAN: A Persian LLM Leaderboard") as demo: | |
| gr.Markdown("<h1 style='text-align: center; width: 100%; margin-bottom: 10px;'>🇮🇷 MIZAN: A Persian LLM Leaderboard</h1>") | |
| gr.Markdown("""<p style='font-size: 1.1em; text-align: center; max-width: 800px; margin: 0 auto 20px auto;'> | |
| MIZAN: A Persian LLM Leaderboard is a comprehensive benchmark for evaluating Large Language Models (LLMs) in Persian. | |
| It combines existing datasets, translated benchmarks, and new Persian-specific data to assess LLM capabilities in understanding, | |
| generation, reasoning, and knowledge relevant to the Persian language and culture. | |
| MIZAN provides a standardized tool for researchers and developers to measure Persian LLM performance. | |
| </p>""") | |
| with gr.Tabs(): | |
| with gr.TabItem("LLM Benchmark"): | |
| logger.info("Creating 'LLM Benchmark' tab content...") | |
| # Embed the leaderboard interface generated by LeaderboardApp | |
| # The create_gradio_interface method of LeaderboardApp should return a gr.Blocks or gr.Interface instance | |
| leaderboard_processor.create_gradio_interface() # This directly adds its components to the current gr.Blocks scope | |
| logger.info("'LLM Benchmark' tab content created.") | |
| with gr.TabItem("About MIZAN"): # Changed from "About PULL" | |
| logger.info("Creating 'About MIZAN' tab content...") # Changed from "About PULL" | |
| render_about() # Call the function that returns the 'About' page Blocks | |
| logger.info("'About MIZAN' tab content created.") # Changed from "About PULL" | |
| with gr.TabItem("Request New Model"): | |
| logger.info("Creating 'Submit Your Model' tab content...") | |
| render_submit() # Call the function that returns the 'Submit' page Blocks | |
| logger.info("'Submit Your Model' tab content created.") | |
| logger.info("MIZAN: A Persian LLM Leaderboard application interface created.") # Changed from "PULL Leaderboard" | |
| return demo | |
| if __name__ == "__main__": | |
| logger.info("Launching MIZAN: A Persian LLM Leaderboard application...") # Changed from "PULL Leaderboard" | |
| pull_app = create_app() # Variable name 'pull_app' kept as is, but can be changed if desired e.g., to 'mizan_app' | |
| pull_app.launch( | |
| debug=True, # Enable Gradio debug mode for more detailed error messages in development | |
| share=True # Uncomment to create a public link (useful for temporary sharing) | |
| # server_name="0.0.0.0" # Uncomment to make accessible on your local network | |
| ) | |
| logger.info("MIZAN: A Persian LLM Leaderboard application has been launched.") # Changed from "PULL Leaderboard" | |
| # Ensure there are no hidden/invalid characters after this line. A single newline character is standard. | |